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Hands-On Machine Learning Bootcamp

A TDWI Certificate Track

Virtual Classroom
June 24–26, 2024
9:00am – 5:00pm CT

David Langer

Dave on Data

Machine learning is the hottest area in data and analytics, and this bootcamp will cover everything you need to get started! Through a series of lectures and hands-on labs, you will learn how to match business challenges to analytics techniques like classification and clustering. You will develop the skills necessary to prepare the data, then learn how to apply and tune popular machine learning algorithms including decision trees, the random forest, k-means, and DBSCAN. This bootcamp leverages Python, but the concepts and techniques you learn will apply to any machine learning technology you use in the future.

Not already familiar with Python? No problem! The courses in this bootcamp include free access to an on-demand course called Python Quick Start. Complete it before the event and you will be fully up to speed in time for the seminar.

Dive into the world of machine learning with this hands-on bootcamp.

Attend all three days and earn a certificate.

  • Monday, June 24

    Getting started with advanced analytics and machine learning can be intimidating. Where do I start? How much math do I need? What algorithms should I use? The good news is that getting started with machine learning is easy—no really, it is! In this hands-on course, you will be provided with all the fundamentals for understanding and effectively training predictive models using the mighty random forest algorithm. Focusing on core concepts and intuitions means that no complicated math is required. With this understanding, you'll be equipped to tackle the next topics: feature importance and feature engineering.

  • Tuesday, June 25

    You must use the best data to build the most valuable machine learning models. This idea is summarized in a famous quote, “Data trumps algorithm.” In this hands-on course, you will learn some of the most useful data wrangling techniques for producing the best data for your machine learning models. This course aims for you to return to work and immediately employ these techniques to wrangle data, enhance data analyses, and craft the most valuable machine learning models. You will get hands-on experience wrangling data using the Python pandas library via a series of labs.

  • Wednesday, June 26

    Cluster analysis is a type of machine learning that splits data into groups (i.e., clusters) that are meaningful, useful, or both. Cluster analysis finds meaningful groups when the underlying structure of the data is discovered and surfaced. This class is an introduction to cluster analysis using Python. Attendees will learn how to employ two of the most popular clustering techniques (k-means and DBSCAN) to craft new insights from data via hands-on labs. Although this course contains some mathematics, the level of math is accessible to a broad audience and the focus is on concepts, not calculations.

Pricing Select Courses, View Pricing

  3-Day Training 2-Day Training 1-Day Training
Super Early Bird Discount Save 20% by Apr 26 $1,840 $1,465 $835
Early Bird Discount Save 10% by May 24
$2,070 $1,650 $935
Regular Registration May 25 - Jun 21 $2,300 $1,830 $1,040

Discounts

  • Early Bird Discounts

    Receive a 20% discount if you register by Apr 26.
    Receive a 10% discount if you register by May 24.

  • Member Discount

    Receive a 10% discount on your registration. Membership status will be validated when your registration is processed.

  • Team Discounts

    Teams of 3–9 people save 10% by using code TEAM. Groups of 10 or more will save 20% with code TEAM20.

REFUND AND CANCELLATION: You may substitute one person in your place by contacting [email protected] at least five business days prior to the event. If you must cancel all or part of your registration, your refund request must be sent to [email protected] no later than June 7, 2024. Your fee will be returned, less a 20% cancellation fee. No refunds will be issued after June 7, 2024.

Reserve your spot at the seminar today!

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Hands-On Machine Learning Bootcamp

June 24–26, 2024